AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH FROM YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. One tool: search_prompts — query, filter, and sort the same way you do here.
URL
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
prompt
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http).
OPTION B — JSON CONFIG manual setup
mcp.json
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
FILTERED BY task_types: validate
# PROMPT CATEGORY
- 1APA 7th Literature Review Formatter for Retos-Españawriterwriting
- 2Sentry Bug Fixer Expertdevelopercoding
- 3Test Writer-Fixer Agentmodelcoding
- 4Quantitative Sports Betting Edge Evaluatoranalystanalysis
- 5MCP Server Builder Guidedevelopertool_use
- 6Comprehensive Final Review Checklist Assessoragentevaluation
- 7Kubernetes Docker RPG Learning Enginemodeleducation
- 8Structured Autonomy Implementation Agentagentcoding
- 9Test-First Bug Fix Implementerdevelopercoding
- 10Senior Software Engineer Architect Rulesmodelcoding
- 11Playwright Spreadsheet Data Entry Automatoragentoperations
- 12MoltPass Client for AI Agent Identitiesagentsecurity
- 13Document Claim Verifier with Quotesmodeldata_extraction
- 14CSV Data Audit and Cleaning Pipelineanalystanalysis
- 15Linear Issue Git Branch PR Creatoragentcoding
- 16Playwright Web App Testing Toolkitdeveloperoperations
- 17SaaS Dashboard Backend Security Auditormodelsecurity
- 18PostgreSQL R2 Backup Restore Pipeline Implementermodeloperations
- 19Repo Workflow AGENTS.md Editoragentworkflow
- 20TypeScript Type System Architectdevelopercoding
- 21Product PRD and Development Roadmap Plannermodelproduct
- 22Post-Implementation Software Self-Audit Generatormodeloperations
- 23Structured Code Security and Quality Reviewerdevelopercoding
- 24POSIX Shell Script Developer with Checklistsdevelopercoding
- 25KJV Canon Lock Harmony Enforcermodeleducation
- 26Astro v6 Strict Architecture Rulesdevelopercoding
- 27Code Refactoring Expert with Checklistsdevelopercoding
- 28Senior Functional Analyst UML2 Gherkin Rolemodelanalysis
- 29Iterative App Improvement Analystdevelopercoding
- 30Turkish Financial Report Compliance Auditormodelfinance
- 31Ultrathinker Deep Reasoning Coding Workflowmodelcoding
- 32Content Review and Correction Specialistmodelanalysis
- 33Python Algo Trading QA Testerdevelopercoding
- 34Playwright Web App Testing Toolkitdevelopertool_use
- 35Xcode iPhone-Only App Project Setupdevelopercoding
- 36Production Readiness Project Evaluatorexecutiveevaluation
- 37Annual Leave Approval Processormodelhr
- 38Turkish Employee Leave Rules JSONsupport agenthr
- 39iOS App Store Submission Validatordeveloperevaluation
- 40Company Shareholder JSON Extractormodeldata_extraction
- 41Prompt Quality Audit Compliance Checkermodelevaluation
- 42Performance Ad Creative Generatoragentmarketing
- 43C Systems Programming Expert Advisoragentcoding
- 44C Systems Programming Memory Expertagentcoding
- 45Elixir OTP Phoenix LiveView Expertagentcoding
- 46Elixir OTP and Phoenix Expertagentcoding
- 47Conductor Project Artifacts Validatoragentevaluation
- 48Conductor Project Artifacts Validatoragentoperations
- 49FDA FSMA Food Safety Auditoragentlegal
- 50Security Audit Fix Verifieragentsecurity
- 51Code Error Root Cause Debuggeragentcoding
- 52Security Audit Fix Revieweragentsecurity
- 53Legacy Codebase Modernization Specialistagentcoding
- 54Full Output Completeness Enforceragentsafety
- 55Modern JavaScript Async Programming Expertagentcoding
- 56Modern JavaScript Async Programming Expertdevelopercoding
- 57Full Output Enforcement Enforceragentsafety
- 58Haskell Advanced Type Systems Expertdevelopercoding
- 59Lightning Channel Factory Technical Referenceagentsoftware_engineering
- 60Senior Elite Engineer TDD UX Workflowagentcoding
- 61Gemini Elite Coder UX Validatormodelcoding
- 62Elite Gemini Coder UX Workflowmodelcoding
- 63Payment Integration Specialist Advisoragentfinance
- 64Secure Payment Integration Specialistagentfinance
- 65Modern JavaScript Async Programming Expertagentcoding
- 66Osterwalder Business Model Canvas Architectagentplanning
- 67Ruby Metaprogramming and Rails Expertagentcoding
- 68Osterwalder Business Model Canvas Architectagentplanning
- 69Phase-Gated Code Debugging Protocolagentcoding
- 70Haskell Advanced Type Systems Expertagentcoding
- 71Elite Software Engineer TDD UX Workflowagentcoding
- 72Web Interface Guidelines File Revieweragentcoding
- 73Web Interface Guidelines Compliance Revieweragentcoding
- 74ARA Research Artifact Compileragentresearch
- 75Research Idea Novelty Literature Checkeragentresearch
- 76LLM Experiment Integrity Auditoragentevaluation
- 77LaTeX Paper PDF Compileragentwriting
- 78Patent Specification Section Writeragentlegal
- 79BDI RDF Mental State Modeleragentplanning
- 80Brand Identity and Voice Manageragentmarketing
- 81Multi-Jurisdiction Patent Claims Drafteragentlegal
- 82Conductor Project Artifacts Validatoragentoperations
- 83C Systems Programming Expertagentcoding
- 84Design Token Architecture and Slide Generatoragentdesign
- 85Root Cause Code Debuggeragentcoding
- 86Modern C# .NET Enterprise Advisoragentcoding
- 87Security Audit Fix Commit Revieweragentsecurity
- 88Patent Embodiment Description Writeragentlegal
- 89Full Output Enforcement Rulesagentother
- 90Multi-Jurisdiction Patent Filing Formatteragentlegal
- 91Legacy Codebase Modernization Specialistagentcoding
- 92Domain Model Plan Grilling Intervieweragentplanning
- 93FigureSpec JSON to SVG Diagram Generatoragentimage_generation
- 94Last30Days Multi-Platform Researcheragentresearch
- 95Fluentd Log Forwarding Configuration Guideagentoperations
- 96Lightning Channel Factory Implementation Referenceagentcoding
- 97Research Method Novelty Checkeragentresearch
- 98Elite Senior Engineer TDD UX Workflowagentcoding
- 99LaTeX Paper PDF Compileragentcoding
- 100Gemini Elite Coder and UX Validatormodelcoding